ICLR 2025 Conference Submissions

Memory-Efficient Block Coordinate Descent for Hessian-Informed Zeroth-Order Optimizer
Zhiyuan Yu, Yifei Cheng, Liang Ding, Xinmei Tian, Li Shen, Dacheng Tao
- 27 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Neural Time Integrator with Stage Correction
Yifan Zhang, Hong Zhang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Utility as Fair Pricing
Leena Murgai
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
VideoAgent: Self-Improving Video Generation
Achint Soni, Sreyas Venkataraman, Abhranil Chandra, Sebastian Fischmeister, Percy Liang, Bo Dai, Sherry Yang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Provable Uncertainty Decomposition via Higher-Order Calibration
Gustaf Ahdritz, Aravind Gollakota, Parikshit Gopalan, Charlotte Peale, Udi Wieder
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Test Time Learning for Time Series Forecasting
Panayiotis Christou, Shichu Chen, Xupeng Chen, Parijat Dube
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Through the Looking Glass: Mirror Schrödinger Bridges
Leticia Mattos Da Silva, Silvia Sellán, Justin Solomon
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SFS: Smarter Code Space Search improves LLM Inference Scaling
Jonathan Light, Yue Wu, Yiyou Sun, Wenchao Yu, Yanchi Liu, Xujiang Zhao, Ziniu Hu, Haifeng Chen, Wei Cheng
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Adaptive Sparse Allocation with Mutual Choice \& Feature Choice Sparse Autoencoders
Kola Ayonrinde
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
vTune: Verifiable Fine-Tuning for LLMs Through Backdooring
Eva Zhang, Arka Pal, Akilesh Potti, Micah Goldblum
- 27 Sept 2024 (modified: 22 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Adversarial Robustness of Self-Supervised Learning in Vision
Ömer Veysel Çağatan, Ömer Faruk TAL, M. Emre Gursoy
- 27 Sept 2024 (modified: 23 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Exact Distributed Structure-Learning for Bayesian Networks
Hamid Kalantari, Mohammad Hossein Roohi, Pouria Ramazi
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Aioli: A Unified Optimization Framework for Language Model Data Mixing
Mayee F Chen, Michael Y. Hu, Nicholas Lourie, Kyunghyun Cho, Christopher Re
- Published: 22 Jan 2025, Last Modified: 29 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Defining and Measuring Disentanglement for non-Independent Factors of Variation
Antonio Almudévar, Alfonso Ortega, Luis Vicente, Antonio Miguel, Eduardo Lleida
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Differentiable Optimization of Similarity Scores Between Models and Brains
Nathan Cloos, Moufan Li, Markus Siegel, Scott L Brincat, Earl K Miller, Guangyu Robert Yang, Christopher J Cueva
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
FlashEVA: Accelerating LLM Inference via Efficient Attention
Juan Gabriel Kostelec, Qinghai Guo
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Controlling Large Language Model Agents with Entropic Activation Steering
Nate Rahn, Pierluca D'Oro, Marc G Bellemare
- 27 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Quantum-Inspired Reinforcement Learning in the Presence of Epistemic Ambivalence
Alireza Habibi, Saeed Ghoorchian, Setareh Maghsudi
- 27 Sept 2024 (modified: 23 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
GraphPINE: Graph importance propagation Neural Network for interpretable drug response prediction
Yoshitaka Inoue, Tianfan Fu, Augustin Luna
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Value from Observations: Towards Large-Scale Imitation Learning via Self-Improvement
Michael Bloesch, Markus Wulfmeier, Philemon Brakel, Todor Davchev, Martina Zambelli, Jost Tobias Springenberg, Abbas Abdolmaleki, William F Whitney, Nicolas Heess, Roland Hafner, Martin Riedmiller
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Towards Specialized Web Agents Using Production-Scale Workflow Data
Junhong Shen, Atishay Jain, Zedian Xiao, Ishan Amlekar, Mouad Hadji, Aaron Podolny, Ameet Talwalkar
- 27 Sept 2024 (modified: 08 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Cost-Efficient Multi-Fidelity Alignment for LLMs
Xuchuang Wang, Qipei Chen, Qingyun Wu, Zhendong Chu, Hongning Wang, John C.S. Lui, Wei Chen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Context-Parametric Inversion: Why Instruction Finetuning May Not Actually Improve Context Reliance
Sachin Goyal, Christina Baek, J Zico Kolter, Aditi Raghunathan
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Oral
- Readers: Everyone
A VARIATIONAL FRAMEWORK FOR GRAPH GENERATION WITH FINE-GRAINED TOPOLOGICAL CONTROL
Nidhi Vakil, Hadi Amiri
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Online Laplacian-Based Representation Learning in Reinforcement Learning
Maheed H. Ahmed, Jayanth Bhargav, Mahsa Ghasemi
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone